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Study on the Application of UMLS Semantic Network in Social Tagging Systems
Received date: 2016-10-11
Revised date: 2016-11-27
Online published: 2017-01-05
[Purpose/significance] This paper aims to study UMLS semantic networks combined with social tagging systems for its further application.[Method/process] The authors summarized the existing applications of UMLS semantic network, analyzed and compared the features of UMLS semantic types with FrameNet semantic types. The authors also constructed the semantic types suited for this study and combed thoughts of the mapping of social tagging systems and ontology via instances.[Result/conclusion] It is proposed that the structured semantic types could be used as a tag classifier for automatic classification and it could also serve as mapping bridges between folksonomy and FrameNet ontology. This study breaks through the traditional method of label classification based on statistics and provides a new perspective for the mapping of ontology with folksonomy.
Key words： UMLS; semantic network; semantic type; semantic relation; tag classification; ontology mapping
Wang Yongfang , Tai Yangfang . Study on the Application of UMLS Semantic Network in Social Tagging Systems[J]. Library and Information Service, 2017 , 61(1) : 89 -99 . DOI: 10.13266/j.issn.0252-3116.2017.01.011
[1] UMLS reference manual[EB/OL].[2016-05-20].http://www.ncbi.nlm.nih.gov/books/NBK9676/.
[2] 米杨,曹锦丹.利用UMLS语义网络构建医学文献本体的实证探索[J].图书馆学研究,2012(7):55-60.
[3] 李亚子,钱庆,刘峥,等. 基于UMLS的疾病整合框架研究[J].现代图书情报技术,2011(2):34-41.
[4] 李岩,文健,李舟军.一种改进的基于关系的信息检索技术[J].计算机科学,2008,35(7):145-150.
[5] DELBECQUE T, JACQUEMART P, ZWEIGENBAUM P. Indexing UMLS semantic types for medical question-answering[J]. Studies in health technology and informatics, 2005, 116:805-810.
[6] WANG W, HU D, FENG M, et al. Automatic clinical question answering based on UMLS relations[C]//International conference on semantics, New York:IEEE, 2007:495-498.
[7] BENIS N, KALIYAPERUMAL R. Corpus construction based on ontological domain knowledge[D]. Sweden:Link ping University, 2011.
[8] 杨萌,张云中,徐宝祥.社会化标注系统资源聚合与导航研究综述[J].情报理论与实践,2014,37(3):140-144.
[9] SPECIA L, MOTTA E. Integrating folksonomies with the semantic web[C]//European Semantic Web Conference. Berlin:Springer Berlin Heidelberg, 2007:624-639.
[10] 李慧宗,胡学钢,何伟,等.社会化标注环境下的标签共现谱聚类方法[J].图书情报工作,2014,58(23):129-135.
[11] CUI J, LIU H, HE J, et al. Tagclus:a random walk-based method for tag clustering[J]. Knowledge and information systems, 2011,27(2):193-225.
[12] ZHAO W, GUAN Z, LIU Z. Ranking on heterogeneous manifolds for tag recommendation in social tagging services[J]. Neurocomputing, 2015,148:521-534.
[13] LUX M, DOSINGER G. From folksonomies to ontologies:employing wisdom of the crowds to serve learning purposes[J]. International journal of knowledge and learning, 2007, 3(4-5):515-528.
[14] DJUANA E, XU Y, LI Y. Constructing tag ontology from folksonomy based on WordNet[C]//Proceedings of the IADIS international conference on internet technologies and society 2011. Shanghai:International Association for Development of the Information Society (IADIS), 2011.
[15] LEE H J, SOHN M. Tag-based integrated semantic ontology construction and evolution[C]//IMIS '13 Proceedings of the 2013 seventh international conference on innovative mobile and internet services in ubiquitous computing (IMIS), Washington:IEEE Computer Society,2013:221-227.
[16] KIU C C, TSUI E. TaxoFolk:a hybrid taxonomy-folksonomy structure for knowledge classification and navigation[J]. Expert systems with applications, 2011,38(5):6049-6058.
[17] 魏来.国外Folksonomy语义丰富研究综述[J].情报资料工作,2010(3):40-44.
[18] 贾君枝,邰杨芳.FrameNet的语义类型研究[J].情报理论与实践,2007,30(5):689-692.
[19] UMLS Terminology browser-semanic network[EB/OL].[2016-05-20] https://uts.nlm.nih.gov/semanticnetwork.html.
[20] 邰杨芳,李芳芳,贺培风.社会标注在医药卫生网络资源中的应用研究[J].数字图书馆论坛,2014,123(8):7-13.
[21] BORREGO A, FRY J. Measuring researchers' use of scholarly information through social bookmarking data:a case study of BibSonomy[J]. Journal of information science, 2012, 38(3):297-308.
[22] 贾君枝,王永芳.框架元素语义类型的自动确定[J].情报杂志,2010,29(6):120-123.
[23] 李芳芳,邰杨芳,贺培凤.社会标注在卫生社交网络中的应用[J].中华医学图书情报杂志,2014,23(11):23-28.
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